A natural vegetable based sugar solution, Sodium Lactate is an excellent ingredient for hardening your soap -- perfect for when you are using silicone molds. All you have to do is add 1 teaspoon per pound of oils to your cooled lye solution.
You can buy it here.
You can read more about it here.